Upgrading to R: Tips, Tricks, and Mistakes You Don’t Have to Make

8 Tips for Upgrading to R

1. excitement >> skills
2. be ready to fail
3. meet your data where it lives
4. write youR own package
5. git is your (very fickle) friend
6. start invisibly
7. don’t start with TensorFlow

excitement >> skills

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be ready to fail

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## Finalizing encoding... done!

meet your data where it lives

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## Finalizing encoding... done!

write youR own package

Things to include:

• wrappers around functions with diagnostics
• commonly used data
• standard plots
• functions to write out spreadsheets
• special analytical functions
• Templates for use patterns (preprocessing, analysis)
• New project setup packages

Variable importance plot for Effect on use of package

Writing a vignette Making sure people know why you care Getting everyone on the team to contribute Clever use of capital R in package name

git is your (very fickle) friend

Add something back about RMarkdown

##  [1] 0.15 0.30 0.45 0.60 0.65 0.70 0.75 0.75 0.75 0.75

##  [1] 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.1

## 
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## 
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## Finalizing encoding... done!

start invisibly

Usefulness of Projects in First Year

replacements for data processing pipeline crazy package that uses R to run command in another language

Anything that uses tensorflow